Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning

C Chen, W Zhu, T Norton - Computers and Electronics in Agriculture, 2021 - Elsevier
The increasing demand for sustainable livestock products also demands new
considerations in animal breeding. Breeding programs are now seeking to integrate animal …

[HTML][HTML] A systematic review on validated precision livestock farming technologies for pig production and its potential to assess animal welfare

Y Gómez, AH Stygar, IJMM Boumans… - Frontiers in veterinary …, 2021 - frontiersin.org
Several precision livestock farming (PLF) technologies, conceived for optimizing farming
processes, are developed to detect the physical and behavioral changes of animals …

Exploring the potential of precision livestock farming technologies to help address farm animal welfare

J Schillings, R Bennett, DC Rose - Frontiers in Animal Science, 2021 - frontiersin.org
The rise in the demand for animal products due to demographic and dietary changes has
exacerbated difficulties in addressing societal concerns related to the environment, human …

[HTML][HTML] Automatically detecting pig position and posture by 2D camera imaging and deep learning

M Riekert, A Klein, F Adrion, C Hoffmann… - … and Electronics in …, 2020 - Elsevier
Prior livestock research provides evidence for the importance of accurate detection of pig
positions and postures for better understanding animal welfare. Position and posture …

The research progress of vision-based artificial intelligence in smart pig farming

S Wang, H Jiang, Y Qiao, S Jiang, H Lin, Q Sun - Sensors, 2022 - mdpi.com
Pork accounts for an important proportion of livestock products. For pig farming, a lot of
manpower, material resources and time are required to monitor pig health and welfare. As …

Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review

K Wurtz, I Camerlink, RB D'Eath, AP Fernández… - PloS one, 2019 - journals.plos.org
Large-scale phenotyping of animal behaviour traits is time consuming and has led to
increased demand for technologies that can automate these procedures. Automated …

Implementation of machine vision for detecting behaviour of cattle and pigs

A Nasirahmadi, SA Edwards, B Sturm - Livestock Science, 2017 - Elsevier
Livestock production to provide food for a growing world population, with increasing demand
for meat and milk products, has led to a rapid growth in the scale of cattle and pig …

On-barn pig weight estimation based on body measurements by a Kinect v1 depth camera

A Pezzuolo, M Guarino, L Sartori, LA González… - … and electronics in …, 2018 - Elsevier
Abstract Information on the daily growth rate of pigs enables the stockman to monitor their
performance and health and to predict and control their market weight and date. Manual …

[HTML][HTML] Precision livestock farming: Building 'digital representations' to bring the animals closer to the farmer

T Norton, C Chen, MLV Larsen, D Berckmans - Animal, 2019 - Elsevier
Economic pressures continue to mount on modern-day livestock farmers, forcing them to
increase herds sizes in order to be commercially viable. The natural consequence of this is …

Automatic recognition of lactating sow postures from depth images by deep learning detector

C Zheng, X Zhu, X Yang, L Wang, S Tu… - Computers and electronics …, 2018 - Elsevier
The behaviors of livestock on farms are the primary representatives of animal welfare, health
conditions and social interactions. Measuring behavior quantitatively in an automatic …